#dynamicalsystems نتائج البحث
Using contrastive learning on noisy trajectories, this method builds coordinate-invariant maps that reveal dynamical regimes, pinpoint bifurcations, and reconstruct phase diagrams, no equations required. #MachineLearning #DynamicalSystems 🔗 go.aps.org/48d21CG
In this month's issue of SIAM News, the four graduate #student recipients of the Red Sock Award at #SIAMDS25 provide brief overviews of their prizewinning research, spanning a wide variety of #DynamicalSystems applications. Take a look! siam.org/publications/s…
A #NeuralNetwork “cargotrapher” can identify different types of trajectories without explicit knowledge of the underlying equations and generate a “map” of dynamic behaviors for a range of complex systems. #MachineLearning #DynamicalSystems 🔗 go.aps.org/48d21CG
Spontaneous Symmetry Breaking in Systems Obeying the Dynamics of On–Off Intermittency and Presenting Bimodal Amplitude Distributions ✏️ Stelios M. Potirakis et al. 🔗 brnw.ch/21wXfbV Viewed: 3571; Cited: 4 #mdpisymmetry #Isingmodel #dynamicalsystems #primenumbers #MOSFET
SIAM member Lei Guo of Chinese Academy of Sciences just began his invited talk, “Learning and Feedback in the Control of Uncertain Dynamical Systems.” Join us in room F106! iciam2023.org/3488#Guo #ICIAM2023 #dynamicalsystems
Neural controlled differential equations (NCDEs) in Neuromancer. Colab example: colab.research.google.com/github/pnnl/ne… Neuromancer SciML library: github.com/pnnl/neuromanc… #NODEs #NCDEs #dynamicalsystems #control #opensource #neuromancer #PNNL #SciML
Learning Control-oriented Deep Koopman Operators (KO) in Neuromancer.| Colab example: colab.research.google.com/github/pnnl/ne… Neuromancer SciML library: github.com/pnnl/neuromanc… #dynamicalsystems #Koopman #control #opensource #neuromancer #pytorch #PNNL
Research in #mathematics—and particularly #DynamicalSystems—provides opportunities to foster rich relationships with other disciplines and explore different applications. Read a recap of a #SIAMDS25 panel on #interdisciplinary research in SIAM News: siam.org/publications/s…
Excited to share that my K23 is finally funded! 🎉 Looking forward to working on this time-series forecasting/ML project with passive sensor & ema data. Many thanks to my mentorship team for their support along the way :) #machine learning #time-series #dynamicalsystems
At #SIAMDS23, Nicole Abaid of @virginia_tech is giving an invited talk right now on using #DynamicalSystems tools to incorporate active sensing into models of collective motion, exploring how to model wild #bat swarms from field #experiments.
At #SIAMDS25, the DSWeb Tutorial Award has been given to Anna Thomas, Matteo Martin, and Roy Goodman for their creation of excellent resources for the #DynamicalSystems community. Well done!
To kickstart #SIAMDS25, the Welcome Reception is underway right now in Denver! Looking forward to a week full of engaging #DynamicalSystems presentations, exciting events, and more.
What is #resilience and how can we measure it? Our new paper in @EjamJournal shows the answer is not straightforward. We review existing approaches, formalize indicators of attractor resilience in #dynamicalsystems, and develop a new classification. 1/3 bit.ly/3P2PfNu
Our Perspective on reconstructing computat. system dynamics from neural data finally out in @NatRevNeurosci! nature.com/articles/s4158… We survey generative models that can be trained on time series to mimic the behavior of the neural substrate. #AI #neuroscience #DynamicalSystems
📢Welcome to read the paper "Structured Dynamics in the Algorithmic Agent", by Giulio Ruffini, Francesca Castaldo, Jakub Vohryzek 👉Find full article at: mdpi.com/1099-4300/27/1… #DynamicalSystems #AlgorithmicInformationTheory #LieGroups #KolmogorovTheory #NeuralNetworks #AI
The Red Sock Award at #SIAMDS23 recognized the best poster presentations in #DynamicalSystems by #students and postdoctoral researchers. @MathmoClaire outlines this year's poster session and award recipients in SIAM News Online. Learn more here! sinews.siam.org/Details-Page/r…
Trajectory through the phase space of a simple damped harmonic oscillator (e.g., a pendulum), plotted with matplotlib animation tools. Code below. #FunWithModels #DynamicalSystems github.com/CAS-ReproLab/F…
A truly wonderful talk by @BertaVerd @UniofOxford on different dynamic modes of segmentation, and her pioneering work on non-autonomous description of GRN dynamics! #dynamicalsystems
Spontaneous Symmetry Breaking in Systems Obeying the Dynamics of On–Off Intermittency and Presenting Bimodal Amplitude Distributions ✏️ Stelios M. Potirakis et al. 🔗 brnw.ch/21wXfbV Viewed: 3571; Cited: 4 #mdpisymmetry #Isingmodel #dynamicalsystems #primenumbers #MOSFET
Gradient systems give you landscapes. Non-gradient systems give you the weather. That's why cellular fate feels more like climate chaos than a downhill stroll on Waddington's landscape. #systemsbiology #dynamicalsystems #complexsystems
Aquest dimecres se celebra el Lliurament del Barcelona Dynamical Systems Prize 2023! Un reconeixement internacional de la @soccatmat als millors treballs en Sistemes Dinàmics 🌍 📍 8a Jornada de Sistemes Dinàmics a Catalunya. 🕒 Dimecres 15:15h. #SCM #DynamicalSystems
Switched to Julia 3 years ago. Still can’t uninstall MATLAB — held hostage by the interactive GUIs of dfield, pplane, and matcont. #JuliaLang #computing #dynamicalsystems
**5/15** LAYER 4: Ducci Operator (Time Evolution) Ducci(v) = (|v2-v1|, |v3-v2|, ..., |v1-vn|) Converges to 0 iff n=2^k (8=2^3 special). Non-2^k → Fibonacci cycles (φ attractors). Time = directed diff computation. Arrow emerges. 5/15 #DynamicalSystems
Quantum Chaos: Lorenz × Rössler. Dois atratores dançando num palco 3D, meu observador oficial do caos… Loki!🐾 Matemática viva, arte em movimento. ♾ github.com/IsabelCasPe/Ma… #MathVault #MathDynamics #DynamicalSystems #QuantumArt #LokiKing 💎💙
In this month's issue of SIAM News, the four graduate #student recipients of the Red Sock Award at #SIAMDS25 provide brief overviews of their prizewinning research, spanning a wide variety of #DynamicalSystems applications. Take a look! siam.org/publications/s…
Some people have midlife crises. Dynamical systems have pitchfork bifurcations. #justkidding #dynamicalsystems #mathbio
Quantum Cube 🧊 meu cubo mágico! 😎 Tô ficando milionária 💎 com essa inveja quântica! 🔗github.com/IsabelCasPe/Ma… 💙 #MathVault #MathDynamics #DynamicalSystems #QuantumArt #LokiKing 🐾✨
Call for Papers - AIMS Mathematics Special Issue: Differential Equations and Dynamical Systems in Mathematical Biology Submit by Aug 31, 2026 🔗aimspress.com/math/article/7… #Mathematics #DifferentialEquations #DynamicalSystems #MathematicalBiology #CallForPapers #AIMSMathematics
This mathematical modeling and simulation LaTeX template covers dynamical systems, population dynamics, epidemiological models, and Monte Carlo methods. cocalc.com/share/public_p… #MathematicalModeling #DynamicalSystems #AppliedMath #ComputationalBiology #CoCalc
Biology happens when physics gets nonlinear and feedback loops start improvising. #complexsystems #systemsbiology #dynamicalsystems
Using contrastive learning on noisy trajectories, this method builds coordinate-invariant maps that reveal dynamical regimes, pinpoint bifurcations, and reconstruct phase diagrams, no equations required. #MachineLearning #DynamicalSystems 🔗 go.aps.org/48d21CG
🆕🎬Orbit equivalence and topological and measurable dynamics Marrakchi, Amine (2025). Strongly ergodic equivalence relations and full factors. CIRM. Audiovisual resource. dx.doi.org/10.24350/CIRM.… library.cirm-math.fr/Record.htm?idl… @_CIRM #math #NumericalAnalysis #DynamicalSystems
Our #DynamicalSystems #FoundationModel was accepted to #NeurIPS2025 with outstanding reviews (6555) – first model which can *0-shot*, w/o any fine-tuning, forecast the *long-term statistics* of time series provided a context. Test it on #HuggingFace: huggingface.co/spaces/Durstew… ...
Can time series #FoundationModels like Chronos zero-shot generalize to unseen #DynamicalSystems (DS)? No, they cannot. But *DynaMix* can, the first FM based on principles of DS reconstruction, capturing the long-term evolution of out-of-domain DS: arxiv.org/pdf/2505.13192… (1/6)
A #NeuralNetwork “cargotrapher” can identify different types of trajectories without explicit knowledge of the underlying equations and generate a “map” of dynamic behaviors for a range of complex systems. #MachineLearning #DynamicalSystems 🔗 go.aps.org/48d21CG
Research in #mathematics—and particularly #DynamicalSystems—provides opportunities to foster rich relationships with other disciplines and explore different applications. Read a recap of a #SIAMDS25 panel on #interdisciplinary research in SIAM News: siam.org/publications/s…
Η μέθοδος χρονικών καθυστερήσεων ανακατασκευάζει τον χώρο φάσεων δυναμικού συστήματος από μία χρονοσειρά. Χρησιμοποιεί διανύσματα (x(t), x(t+τ), x(t+2τ), …) για να αποκαλύψει γεωμετρία και κρυφές διαστάσεις. #TimeSeries #ChaosTheory #DynamicalSystems #NonlinearDynamics
Η Γεωμετρική Αριθμητική Ολοκλήρωση αναπτύσσει μεθόδους που διατηρούν τη δομή ενός δυναμικού συστήματος (όπως συμμετρίες, αναλλοιώτες, συναρτήσεις Hamilton), εξασφαλίζοντας μακροχρόνια αριθμητική συνέπεια. #GeometricIntegration #DynamicalSystems
Στο An Exploration of Dynamical Systems and Chaos ο J. Argyris αναδεικνύει πώς οι μη γραμμικές δυναμικές γεννούν απρόβλεπτα μοτίβα, ελκυστές και χάος. Ένα θεμέλιο έργο για την κατανόηση της πολυπλοκότητας. #Chaos #DynamicalSystems
Using contrastive learning on noisy trajectories, this method builds coordinate-invariant maps that reveal dynamical regimes, pinpoint bifurcations, and reconstruct phase diagrams, no equations required. #MachineLearning #DynamicalSystems 🔗 go.aps.org/48d21CG
In this month's issue of SIAM News, the four graduate #student recipients of the Red Sock Award at #SIAMDS25 provide brief overviews of their prizewinning research, spanning a wide variety of #DynamicalSystems applications. Take a look! siam.org/publications/s…
A #NeuralNetwork “cargotrapher” can identify different types of trajectories without explicit knowledge of the underlying equations and generate a “map” of dynamic behaviors for a range of complex systems. #MachineLearning #DynamicalSystems 🔗 go.aps.org/48d21CG
SIAM member Lei Guo of Chinese Academy of Sciences just began his invited talk, “Learning and Feedback in the Control of Uncertain Dynamical Systems.” Join us in room F106! iciam2023.org/3488#Guo #ICIAM2023 #dynamicalsystems
At #SIAMDS23, Nicole Abaid of @virginia_tech is giving an invited talk right now on using #DynamicalSystems tools to incorporate active sensing into models of collective motion, exploring how to model wild #bat swarms from field #experiments.
Excited to share that my K23 is finally funded! 🎉 Looking forward to working on this time-series forecasting/ML project with passive sensor & ema data. Many thanks to my mentorship team for their support along the way :) #machine learning #time-series #dynamicalsystems
A series of new papers describes how to reconstruct key dynamical systems with relatively little data ow.ly/1FSN50OQ2WH @QuantaMagazine #mathematics #dynamicalsystems
Looking forward to a week of complexity talks! #complexityscience #dynamicalsystems #theoryinbiology @MPINB_outreach
🎉Congratulations🎉 to @UCSDMathDept's Amir Mohammadi on receiving this year's #MichaelBrinPrize in #DynamicalSystems. Read more about the prize and Amir's work in homogenous dynamics here ➡️ bit.ly/4d0ruiW
Neural controlled differential equations (NCDEs) in Neuromancer. Colab example: colab.research.google.com/github/pnnl/ne… Neuromancer SciML library: github.com/pnnl/neuromanc… #NODEs #NCDEs #dynamicalsystems #control #opensource #neuromancer #PNNL #SciML
A truly wonderful talk by @BertaVerd @UniofOxford on different dynamic modes of segmentation, and her pioneering work on non-autonomous description of GRN dynamics! #dynamicalsystems
.@UCSDMathDept's Amir Mohammadi recently received this year's #MichaelBrinPrize in #DynamicalSystems. In 2022 he was chosen as an ICM lecturer. Learn more about Amir's work with this quick overview and video: bit.ly/3rIG2wX
Learning Control-oriented Deep Koopman Operators (KO) in Neuromancer.| Colab example: colab.research.google.com/github/pnnl/ne… Neuromancer SciML library: github.com/pnnl/neuromanc… #dynamicalsystems #Koopman #control #opensource #neuromancer #pytorch #PNNL
Excited for the second installment of this new regional #DifferentialEquations and #DynamicalSystems meeting coming up soon! @MathematicsUab @FSUMath @FSUMathematics @AUMathClub @FIUCASE @AuburnU @UABNews @UAB_CAS @DynamicsSIAM @NSF @AmericanMathSoc
The Red Sock Award at #SIAMDS23 recognized the best poster presentations in #DynamicalSystems by #students and postdoctoral researchers. @MathmoClaire outlines this year's poster session and award recipients in SIAM News Online. Learn more here! sinews.siam.org/Details-Page/r…
What is #resilience and how can we measure it? Our new paper in @EjamJournal shows the answer is not straightforward. We review existing approaches, formalize indicators of attractor resilience in #dynamicalsystems, and develop a new classification. 1/3 bit.ly/3P2PfNu
To kickstart #SIAMDS25, the Welcome Reception is underway right now in Denver! Looking forward to a week full of engaging #DynamicalSystems presentations, exciting events, and more.
Our Perspective on reconstructing computat. system dynamics from neural data finally out in @NatRevNeurosci! nature.com/articles/s4158… We survey generative models that can be trained on time series to mimic the behavior of the neural substrate. #AI #neuroscience #DynamicalSystems
#mdpisymmetry Article "Spontaneous Symmetry Breaking in Systems Obeying the Dynamics of On–Off Intermittency and Presenting Bimodal Amplitude Distributions" is available at mdpi.com/2073-8994/15/7… Authors: Stelios M. Potirakis et al. #Isingmodel #dynamicalsystems #nano #MOSFET
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